Depth and hierarchies in the predictive brain: From reaction to action

O Muzik, VA Diwadkar - Wiley Interdisciplinary Reviews …, 2023 - Wiley Online Library
The human brain is a prediction device, a view widely accepted in neuroscience. Prediction
is a rational and efficient response that relies on the brain's ability to create and employ …

A unified framework for perceived magnitude and discriminability of sensory stimuli

J Zhou, LR Duong… - Proceedings of the …, 2024 - National Acad Sciences
The perception of sensory attributes is often quantified through measurements of sensitivity
(the ability to detect small stimulus changes), as well as through direct judgments of …

Prior expectation enhances sensorimotor behavior by modulating population tuning and subspace activity in sensory cortex

JJ Park, S Kim, HGR Kim, J Lee - Science advances, 2023 - science.org
Prior knowledge facilitates our perception and goal-directed behaviors, particularly when
sensory input is lacking or noisy. However, the neural mechanisms underlying the …

Sensory perception is a holistic inference process.

J Mao, AA Stocker - Psychological Review, 2024 - psycnet.apa.org
Sensory perception is widely considered an inference process that reflects the best guess of
a stimulus feature based on uncertain sensory information. Here we challenge this …

Causal inference during closed-loop navigation: parsing of self-and object-motion

JP Noel, J Bill, H Ding, J Vastola… - … of the Royal …, 2023 - royalsocietypublishing.org
A key computation in building adaptive internal models of the external world is to ascribe
sensory signals to their likely cause (s), a process of causal inference (CI). CI is well studied …

Transformations of sensory information in the brain suggest changing criteria for optimality

TS Manning, E Alexander, BG Cumming… - PLOS Computational …, 2024 - journals.plos.org
Neurons throughout the brain modulate their firing rate lawfully in response to sensory input.
Theories of neural computation posit that these modulations reflect the outcome of a …

A general framework for inferring Bayesian ideal observer models from psychophysical data

TS Manning, BN Naecker, IR McLean, B Rokers… - eneuro, 2023 - eneuro.org
A central question in neuroscience is how sensory inputs are transformed into percepts. At
this point, it is clear that this process is strongly influenced by prior knowledge of the sensory …

Tennis expert-novice difference in motion-in-depth perception is associated with early inhibition of invalid attention

X Wei, C Wang, Y Song, C Qi - Scientific Reports, 2025 - nature.com
Perception of motion-in-depth is essential to guide and modify the hitting action in
interceptive-dominated sports (eg, tennis). The purpose of this research was to investigate …

A common framework for discriminability and perceived intensity of sensory stimuli

J Zhou, LR Duong, EP Simoncelli - bioRxiv, 2022 - biorxiv.org
The perception of sensory attributes is often quantified through measurements of
discriminability (the ability to detect small stimulus changes), as well as through direct …

[HTML][HTML] Efficient sensory encoding predicts robust averaging

L Ni, AA Stocker - Cognition, 2023 - Elsevier
Not every item in a stimulus ensemble equally contributes to the perceived ensemble
average. Rather, items with feature values close to the ensemble mean (inlying items) …